@article {10.3844/jmssp.2011.353.355, article_type = {journal}, title = {Note on the Comparison of Some Outlier Labeling Techniques}, author = {Olewuezi, N. P.}, volume = {7}, year = {2011}, month = {Nov}, pages = {353-355}, doi = {10.3844/jmssp.2011.353.355}, url = {https://thescipub.com/abstract/jmssp.2011.353.355}, abstract = {Problem statement: Methods proposed for estimating and resolving outliers are compared. Approach: In this respect, we exploit three well-known classifiers for identifying outliers to establish guidelines for the choice of outlier detection methods. Results: It was shown that the standard deviation is inappropriate to use here because it is highly sensitive to extreme values. Conclusion/Recommendations: The result of these estimated outliers is a better way of resolving large population.}, journal = {Journal of Mathematics and Statistics}, publisher = {Science Publications} }